Overview
Brought to you by YData
Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 16767332 |
| Missing cells | 33601235 |
| Missing cells (%) | 16.7% |
| Duplicate rows | 9727 |
| Duplicate rows (%) | 0.1% |
| Total size in memory | 1.6 GiB |
| Average record size in memory | 104.0 B |
Variable types
| Numeric | 8 |
|---|---|
| DateTime | 1 |
| Categorical | 2 |
| Text | 1 |
Timeseries statistics
| Number of series | 0 |
|---|---|
| Time series length | 16767332 |
| Starting point | 2022-07-01 02:00:00 |
| Ending point | 2023-06-14 10:01:32 |
| Period | 2.59 seconds |
| Dataset has 9727 (0.1%) duplicate rows | Duplicates |
ECGHR has 1856845 (11.1%) missing values | Missing |
ECGRR has 1591722 (9.5%) missing values | Missing |
SPO2HR has 5750252 (34.3%) missing values | Missing |
SPO2 has 5660984 (33.8%) missing values | Missing |
PI has 6027991 (36.0%) missing values | Missing |
NIBP_lower has 4230624 (25.2%) missing values | Missing |
NIBP_upper has 4260455 (25.4%) missing values | Missing |
NIBP_mean has 4222362 (25.2%) missing values | Missing |
SPO2 is highly skewed (γ1 = -37.52243112) | Skewed |
NIBP_lower is highly skewed (γ1 = -23.27630342) | Skewed |
NIBP_mean is highly skewed (γ1 = -21.41494804) | Skewed |
Reproduction
| Analysis started | 2024-11-02 15:27:53.280111 |
|---|---|
| Analysis finished | 2024-11-02 15:36:25.656401 |
| Duration | 8 minutes and 32.38 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
ECGHR
Real number (ℝ)
Missing
| Distinct | 347 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1856845 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 136.11538 |
| Minimum | -999 |
|---|---|
| Maximum | 357 |
| Zeros | 17 |
| Zeros (%) | < 0.1% |
| Negative | 233 |
| Negative (%) | < 0.1% |
| Memory size | 255.8 MiB |
Quantile statistics
| Minimum | -999 |
|---|---|
| 5-th percentile | 97 |
| Q1 | 120 |
| median | 135 |
| Q3 | 151 |
| 95-th percentile | 177 |
| Maximum | 357 |
| Range | 1356 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 25.852167 |
|---|---|
| Coefficient of variation (CV) | 0.18992832 |
| Kurtosis | 60.463797 |
| Mean | 136.11538 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.951025 |
| Sum | 2.0295466 × 109 |
| Variance | 668.33452 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 133 | 278759 | 1.7% |
| 131 | 269712 | 1.6% |
| 142 | 268728 | 1.6% |
| 138 | 267697 | 1.6% |
| 140 | 267652 | 1.6% |
| 126 | 267348 | 1.6% |
| 139 | 266501 | 1.6% |
| 130 | 264992 | 1.6% |
| 137 | 264057 | 1.6% |
| 129 | 259684 | 1.5% |
| Other values (337) | 12235357 | |
| (Missing) | 1856845 | 11.1% |
| Value | Count | Frequency (%) |
| -999 | 233 | < 0.1% |
| 0 | 17 | < 0.1% |
| 13 | 67 | < 0.1% |
| 14 | 73 | < 0.1% |
| 15 | 1822 | |
| 16 | 503 | < 0.1% |
| 17 | 918 | |
| 18 | 380 | < 0.1% |
| 19 | 939 | |
| 20 | 462 | < 0.1% |
| Value | Count | Frequency (%) |
| 357 | 2 | < 0.1% |
| 356 | 2 | < 0.1% |
| 355 | 3 | < 0.1% |
| 354 | 2 | < 0.1% |
| 353 | 3 | < 0.1% |
| 352 | 4 | < 0.1% |
| 351 | 4 | < 0.1% |
| 350 | 13 | |
| 349 | 2 | < 0.1% |
| 348 | 1 | < 0.1% |
ECGRR
Real number (ℝ)
Missing
| Distinct | 201 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1591722 |
| Missing (%) | 9.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.787066 |
| Minimum | -999 |
|---|---|
| Maximum | 200 |
| Zeros | 113136 |
| Zeros (%) | 0.7% |
| Negative | 96 |
| Negative (%) | < 0.1% |
| Memory size | 255.8 MiB |
Quantile statistics
| Minimum | -999 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 31 |
| median | 39 |
| Q3 | 49 |
| 95-th percentile | 68 |
| Maximum | 200 |
| Range | 1199 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 14.787949 |
|---|---|
| Coefficient of variation (CV) | 0.36256467 |
| Kurtosis | 156.67056 |
| Mean | 40.787066 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -1.3974051 |
| Sum | 6.189686 × 108 |
| Variance | 218.68343 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 34 | 485287 | 2.9% |
| 33 | 484777 | 2.9% |
| 35 | 483435 | 2.9% |
| 37 | 472591 | 2.8% |
| 32 | 472000 | 2.8% |
| 36 | 469913 | 2.8% |
| 38 | 468126 | 2.8% |
| 39 | 459248 | 2.7% |
| 31 | 448419 | 2.7% |
| 40 | 447817 | 2.7% |
| Other values (191) | 10483997 | |
| (Missing) | 1591722 | 9.5% |
| Value | Count | Frequency (%) |
| -999 | 96 | < 0.1% |
| 0 | 113136 | |
| 2 | 388 | < 0.1% |
| 3 | 487 | < 0.1% |
| 4 | 1489 | < 0.1% |
| 5 | 2966 | < 0.1% |
| 6 | 2533 | < 0.1% |
| 7 | 2624 | < 0.1% |
| 8 | 3742 | < 0.1% |
| 9 | 4851 | < 0.1% |
| Value | Count | Frequency (%) |
| 200 | 355 | |
| 199 | 4 | < 0.1% |
| 198 | 7 | < 0.1% |
| 197 | 1 | < 0.1% |
| 196 | 11 | < 0.1% |
| 195 | 9 | < 0.1% |
| 194 | 46 | < 0.1% |
| 193 | 7 | < 0.1% |
| 192 | 9 | < 0.1% |
| 191 | 6 | < 0.1% |
SPO2HR
Real number (ℝ)
Missing
| Distinct | 286 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5750252 |
| Missing (%) | 34.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 129.94775 |
| Minimum | -999 |
|---|---|
| Maximum | 300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3701 |
| Negative (%) | < 0.1% |
| Memory size | 255.8 MiB |
Quantile statistics
| Minimum | -999 |
|---|---|
| 5-th percentile | 92 |
| Q1 | 117 |
| median | 131 |
| Q3 | 145 |
| 95-th percentile | 168 |
| Maximum | 300 |
| Range | 1299 |
| Interquartile range (IQR) | 28 |
Descriptive statistics
| Standard deviation | 31.34629 |
|---|---|
| Coefficient of variation (CV) | 0.24122225 |
| Kurtosis | 563.63941 |
| Mean | 129.94775 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | -15.820103 |
| Sum | 1.4316448 × 109 |
| Variance | 982.5899 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 135 | 215200 | 1.3% |
| 128 | 211640 | 1.3% |
| 130 | 211060 | 1.3% |
| 129 | 209080 | 1.2% |
| 127 | 208718 | 1.2% |
| 126 | 204445 | 1.2% |
| 132 | 203916 | 1.2% |
| 122 | 202987 | 1.2% |
| 136 | 202210 | 1.2% |
| 123 | 201799 | 1.2% |
| Other values (276) | 8946025 | |
| (Missing) | 5750252 |
| Value | Count | Frequency (%) |
| -999 | 3701 | |
| 15 | 1 | < 0.1% |
| 16 | 85 | < 0.1% |
| 17 | 334 | < 0.1% |
| 18 | 379 | < 0.1% |
| 19 | 341 | < 0.1% |
| 20 | 425 | < 0.1% |
| 21 | 470 | < 0.1% |
| 22 | 509 | < 0.1% |
| 23 | 445 | < 0.1% |
| Value | Count | Frequency (%) |
| 300 | 67 | |
| 299 | 19 | < 0.1% |
| 298 | 9 | < 0.1% |
| 297 | 10 | < 0.1% |
| 296 | 6 | < 0.1% |
| 295 | 11 | < 0.1% |
| 294 | 9 | < 0.1% |
| 293 | 26 | < 0.1% |
| 292 | 13 | < 0.1% |
| 291 | 23 | < 0.1% |
SPO2
Real number (ℝ)
Missing Skewed
| Distinct | 102 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5660984 |
| Missing (%) | 33.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.693691 |
| Minimum | -999 |
|---|---|
| Maximum | 100 |
| Zeros | 45417 |
| Zeros (%) | 0.3% |
| Negative | 3648 |
| Negative (%) | < 0.1% |
| Memory size | 255.8 MiB |
Quantile statistics
| Minimum | -999 |
|---|---|
| 5-th percentile | 78 |
| Q1 | 92 |
| median | 96 |
| Q3 | 98 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 1099 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 22.611219 |
|---|---|
| Coefficient of variation (CV) | 0.24393482 |
| Kurtosis | 1783.7374 |
| Mean | 92.693691 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -37.522431 |
| Sum | 1.0294884 × 109 |
| Variance | 511.26722 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 99 | 1476253 | 8.8% |
| 98 | 1238725 | 7.4% |
| 100 | 1192586 | 7.1% |
| 97 | 1099585 | 6.6% |
| 96 | 956212 | 5.7% |
| 95 | 813581 | 4.9% |
| 94 | 654771 | 3.9% |
| 93 | 560681 | 3.3% |
| 92 | 455445 | 2.7% |
| 91 | 405452 | 2.4% |
| Other values (92) | 2253057 | 13.4% |
| (Missing) | 5660984 |
| Value | Count | Frequency (%) |
| -999 | 3648 | < 0.1% |
| 0 | 45417 | |
| 1 | 587 | < 0.1% |
| 2 | 240 | < 0.1% |
| 3 | 1225 | < 0.1% |
| 4 | 1274 | < 0.1% |
| 5 | 1077 | < 0.1% |
| 6 | 1061 | < 0.1% |
| 7 | 1265 | < 0.1% |
| 8 | 715 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 1192586 | |
| 99 | 1476253 | |
| 98 | 1238725 | |
| 97 | 1099585 | |
| 96 | 956212 | |
| 95 | 813581 | |
| 94 | 654771 | |
| 93 | 560681 | 3.3% |
| 92 | 455445 | 2.7% |
| 91 | 405452 | 2.4% |
PI
Real number (ℝ)
Missing
| Distinct | 3695 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6027991 |
| Missing (%) | 36.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0068476 |
| Minimum | -9.99 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3334 |
| Negative (%) | < 0.1% |
| Memory size | 255.8 MiB |
Quantile statistics
| Minimum | -9.99 |
|---|---|
| 5-th percentile | 0.25 |
| Q1 | 0.9399414 |
| median | 1.9003906 |
| Q3 | 3.5195312 |
| 95-th percentile | 9.203125 |
| Maximum | 20 |
| Range | 29.99 |
| Interquartile range (IQR) | 2.5795898 |
Descriptive statistics
| Standard deviation | 3.7595925 |
|---|---|
| Coefficient of variation (CV) | 1.2503436 |
| Kurtosis | 10.658475 |
| Mean | 3.0068476 |
| Median Absolute Deviation (MAD) | 1.140625 |
| Skewness | 3.0888597 |
| Sum | 32291561 |
| Variance | 14.134536 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 20 | 303600 | 1.8% |
| 0.049987793 | 32706 | 0.2% |
| 0.5800781 | 32619 | 0.2% |
| 0.05999756 | 32437 | 0.2% |
| 0.75 | 32363 | 0.2% |
| 0.6699219 | 32324 | 0.2% |
| 0.5600586 | 32296 | 0.2% |
| 0.6201172 | 32229 | 0.2% |
| 0.5698242 | 32226 | 0.2% |
| 0.60009766 | 32194 | 0.2% |
| Other values (3685) | 10144347 | |
| (Missing) | 6027991 |
| Value | Count | Frequency (%) |
| -9.99 | 3334 | < 0.1% |
| 0.010002136 | 19 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.020004272 | 69 | < 0.1% |
| 0.02999878 | 2815 | < 0.1% |
| 0.03 | 79 | < 0.1% |
| 0.04 | 735 | < 0.1% |
| 0.040008545 | 22469 | |
| 0.049987793 | 32706 | |
| 0.05 | 961 | < 0.1% |
| Value | Count | Frequency (%) |
| 20 | 303600 | |
| 19.99 | 3 | < 0.1% |
| 19.984375 | 139 | < 0.1% |
| 19.98 | 1 | < 0.1% |
| 19.97 | 4 | < 0.1% |
| 19.96875 | 70 | < 0.1% |
| 19.96 | 1 | < 0.1% |
| 19.953125 | 154 | < 0.1% |
| 19.95 | 1 | < 0.1% |
| 19.94 | 3 | < 0.1% |
NIBP_lower
Real number (ℝ)
Missing Skewed
| Distinct | 166 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4230624 |
| Missing (%) | 25.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.8551 |
| Minimum | -999 |
|---|---|
| Maximum | 177 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 8403 |
| Negative (%) | 0.1% |
| Memory size | 255.8 MiB |
Quantile statistics
| Minimum | -999 |
|---|---|
| 5-th percentile | 38 |
| Q1 | 51 |
| median | 60 |
| Q3 | 70 |
| 95-th percentile | 91 |
| Maximum | 177 |
| Range | 1176 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 32.391881 |
|---|---|
| Coefficient of variation (CV) | 0.53227882 |
| Kurtosis | 765.81399 |
| Mean | 60.8551 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -23.276303 |
| Sum | 7.6292262 × 108 |
| Variance | 1049.2339 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 432420 | 2.6% |
| 63 | 399816 | 2.4% |
| 61 | 376868 | 2.2% |
| 57 | 376220 | 2.2% |
| 58 | 359869 | 2.1% |
| 51 | 348555 | 2.1% |
| 55 | 346264 | 2.1% |
| 54 | 341094 | 2.0% |
| 64 | 330196 | 2.0% |
| 56 | 324765 | 1.9% |
| Other values (156) | 8900641 | |
| (Missing) | 4230624 |
| Value | Count | Frequency (%) |
| -999 | 8403 | |
| 4 | 2 | < 0.1% |
| 6 | 90 | < 0.1% |
| 7 | 339 | < 0.1% |
| 9 | 369 | < 0.1% |
| 10 | 668 | < 0.1% |
| 11 | 765 | < 0.1% |
| 12 | 4029 | |
| 13 | 1288 | < 0.1% |
| 14 | 1413 | < 0.1% |
| Value | Count | Frequency (%) |
| 177 | 6943 | |
| 175 | 83 | < 0.1% |
| 172 | 172 | < 0.1% |
| 171 | 1 | < 0.1% |
| 170 | 835 | < 0.1% |
| 169 | 302 | < 0.1% |
| 168 | 90 | < 0.1% |
| 166 | 359 | < 0.1% |
| 165 | 276 | < 0.1% |
| 164 | 368 | < 0.1% |
NIBP_upper
Real number (ℝ)
Missing
| Distinct | 209 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4260455 |
| Missing (%) | 25.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 111.82632 |
| Minimum | -999 |
|---|---|
| Maximum | 233 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 8403 |
| Negative (%) | 0.1% |
| Memory size | 255.8 MiB |
Quantile statistics
| Minimum | -999 |
|---|---|
| 5-th percentile | 80 |
| Q1 | 99 |
| median | 110 |
| Q3 | 123 |
| 95-th percentile | 154 |
| Maximum | 233 |
| Range | 1232 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 36.894742 |
|---|---|
| Coefficient of variation (CV) | 0.32992895 |
| Kurtosis | 550.00349 |
| Mean | 111.82632 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -18.070886 |
| Sum | 1.3985981 × 109 |
| Variance | 1361.222 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 108 | 377007 | 2.2% |
| 105 | 330654 | 2.0% |
| 113 | 319548 | 1.9% |
| 110 | 307797 | 1.8% |
| 107 | 301438 | 1.8% |
| 109 | 296550 | 1.8% |
| 111 | 290600 | 1.7% |
| 112 | 290357 | 1.7% |
| 101 | 285374 | 1.7% |
| 114 | 274780 | 1.6% |
| Other values (199) | 9432772 | |
| (Missing) | 4260455 |
| Value | Count | Frequency (%) |
| -999 | 8403 | |
| 25 | 1001 | < 0.1% |
| 26 | 215 | < 0.1% |
| 27 | 449 | < 0.1% |
| 28 | 10 | < 0.1% |
| 29 | 10 | < 0.1% |
| 30 | 23 | < 0.1% |
| 32 | 339 | < 0.1% |
| 33 | 712 | < 0.1% |
| 34 | 88 | < 0.1% |
| Value | Count | Frequency (%) |
| 233 | 353 | < 0.1% |
| 232 | 195 | < 0.1% |
| 231 | 52 | < 0.1% |
| 230 | 99 | < 0.1% |
| 229 | 358 | < 0.1% |
| 228 | 251 | < 0.1% |
| 227 | 305 | < 0.1% |
| 226 | 693 | < 0.1% |
| 225 | 5519 | |
| 224 | 1050 | < 0.1% |
NIBP_mean
Real number (ℝ)
Missing Skewed
| Distinct | 183 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4222362 |
| Missing (%) | 25.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.030914 |
| Minimum | -999 |
|---|---|
| Maximum | 199 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 8403 |
| Negative (%) | 0.1% |
| Memory size | 255.8 MiB |
Quantile statistics
| Minimum | -999 |
|---|---|
| 5-th percentile | 52 |
| Q1 | 65 |
| median | 75 |
| Q3 | 85 |
| 95-th percentile | 110 |
| Maximum | 199 |
| Range | 1198 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 33.73329 |
|---|---|
| Coefficient of variation (CV) | 0.44367861 |
| Kurtosis | 688.70313 |
| Mean | 76.030914 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -21.414948 |
| Sum | 9.5380554 × 108 |
| Variance | 1137.9349 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 76 | 490224 | 2.9% |
| 69 | 367075 | 2.2% |
| 65 | 361840 | 2.2% |
| 63 | 353973 | 2.1% |
| 74 | 353394 | 2.1% |
| 72 | 340493 | 2.0% |
| 71 | 333725 | 2.0% |
| 82 | 331226 | 2.0% |
| 77 | 329514 | 2.0% |
| 70 | 325399 | 1.9% |
| Other values (173) | 8958107 | |
| (Missing) | 4222362 |
| Value | Count | Frequency (%) |
| -999 | 8403 | |
| 6 | 2 | < 0.1% |
| 9 | 339 | < 0.1% |
| 12 | 449 | < 0.1% |
| 13 | 10 | < 0.1% |
| 14 | 1834 | < 0.1% |
| 15 | 49 | < 0.1% |
| 16 | 1210 | < 0.1% |
| 17 | 352 | < 0.1% |
| 18 | 633 | < 0.1% |
| Value | Count | Frequency (%) |
| 199 | 83 | < 0.1% |
| 198 | 416 | < 0.1% |
| 197 | 315 | < 0.1% |
| 191 | 181 | < 0.1% |
| 190 | 618 | < 0.1% |
| 189 | 395 | < 0.1% |
| 187 | 690 | < 0.1% |
| 186 | 443 | < 0.1% |
| 185 | 12490 | |
| 184 | 189 | < 0.1% |
datetime
Date
| Distinct | 7557712 |
|---|---|
| Distinct (%) | 45.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 255.8 MiB |
| Minimum | 2022-07-01 02:00:00 |
|---|---|
| Maximum | 2023-06-14 10:01:32 |
Histogram with fixed size bins (bins=50)
monitor_id
Categorical
| Distinct | 30 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 255.8 MiB |
| IMPALA22050004 | |
|---|---|
| IMPALA22060028 | 1009842 |
| IMPALA22050003 | 921179 |
| IMPALA22050005 | 917218 |
| IMPALA22060033 | 900942 |
| Other values (25) |
Length
| Max length | 14 |
|---|---|
| Median length | 14 |
| Mean length | 14 |
| Min length | 14 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | IMPALA22050002 |
|---|---|
| 2nd row | IMPALA22050002 |
| 3rd row | IMPALA22050002 |
| 4th row | IMPALA22050002 |
| 5th row | IMPALA22050002 |
Common Values
| Value | Count | Frequency (%) |
| IMPALA22050004 | 1216818 | 7.3% |
| IMPALA22060028 | 1009842 | 6.0% |
| IMPALA22050003 | 921179 | 5.5% |
| IMPALA22050005 | 917218 | 5.5% |
| IMPALA22060033 | 900942 | 5.4% |
| IMPALA22060035 | 868241 | 5.2% |
| IMPALA22060020 | 845917 | 5.0% |
| IMPALA22060026 | 825777 | 4.9% |
| IMPALA22060043 | 718265 | 4.3% |
| IMPALA22060001 | 709183 | 4.2% |
| Other values (20) | 7833950 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| impala22050004 | 1216818 | 7.3% |
| impala22060028 | 1009842 | 6.0% |
| impala22050003 | 921179 | 5.5% |
| impala22050005 | 917218 | 5.5% |
| impala22060033 | 900942 | 5.4% |
| impala22060035 | 868241 | 5.2% |
| impala22060020 | 845917 | 5.0% |
| impala22060026 | 825777 | 4.9% |
| impala22060043 | 718265 | 4.3% |
| impala22060001 | 709183 | 4.2% |
| Other values (20) | 7833950 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 57447994 | |
| 2 | 37484351 | |
| A | 33534664 | |
| I | 16767332 | 7.1% |
| M | 16767332 | 7.1% |
| P | 16767332 | 7.1% |
| L | 16767332 | 7.1% |
| 6 | 15116800 | 6.4% |
| 4 | 6962827 | 3.0% |
| 3 | 5918370 | 2.5% |
| Other values (5) | 11208314 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 234742648 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 57447994 | |
| 2 | 37484351 | |
| A | 33534664 | |
| I | 16767332 | 7.1% |
| M | 16767332 | 7.1% |
| P | 16767332 | 7.1% |
| L | 16767332 | 7.1% |
| 6 | 15116800 | 6.4% |
| 4 | 6962827 | 3.0% |
| 3 | 5918370 | 2.5% |
| Other values (5) | 11208314 | 4.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 234742648 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 57447994 | |
| 2 | 37484351 | |
| A | 33534664 | |
| I | 16767332 | 7.1% |
| M | 16767332 | 7.1% |
| P | 16767332 | 7.1% |
| L | 16767332 | 7.1% |
| 6 | 15116800 | 6.4% |
| 4 | 6962827 | 3.0% |
| 3 | 5918370 | 2.5% |
| Other values (5) | 11208314 | 4.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 234742648 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 57447994 | |
| 2 | 37484351 | |
| A | 33534664 | |
| I | 16767332 | 7.1% |
| M | 16767332 | 7.1% |
| P | 16767332 | 7.1% |
| L | 16767332 | 7.1% |
| 6 | 15116800 | 6.4% |
| 4 | 6962827 | 3.0% |
| 3 | 5918370 | 2.5% |
| Other values (5) | 11208314 | 4.8% |
patient_id
Text
| Distinct | 767 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 255.8 MiB |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 11 |
| Min length | 11 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B-S-0479386 |
|---|---|
| 2nd row | B-S-0479386 |
| 3rd row | B-S-0479386 |
| 4th row | B-S-0479386 |
| 5th row | B-S-0479386 |
| Value | Count | Frequency (%) |
| b-s-3584588 | 192408 | 1.1% |
| b-n-6628544 | 185262 | 1.1% |
| b-n-5518534 | 152082 | 0.9% |
| z-h-6309725 | 146497 | 0.9% |
| z-h-6984306 | 134473 | 0.8% |
| b-n-8176705 | 129457 | 0.8% |
| z-h-8676503 | 128954 | 0.8% |
| z-h-2903871 | 128006 | 0.8% |
| b-s-7748628 | 127742 | 0.8% |
| b-n-7429295 | 118020 | 0.7% |
| Other values (757) | 15324431 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 33534664 | |
| 8 | 13502687 | 7.3% |
| 4 | 12339143 | 6.7% |
| 0 | 12158299 | 6.6% |
| 6 | 11806003 | 6.4% |
| 5 | 11797634 | 6.4% |
| 7 | 11770037 | 6.4% |
| 2 | 11712666 | 6.4% |
| 3 | 11512936 | 6.2% |
| 9 | 10794242 | 5.9% |
| Other values (6) | 43512341 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 184440652 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| - | 33534664 | |
| 8 | 13502687 | 7.3% |
| 4 | 12339143 | 6.7% |
| 0 | 12158299 | 6.6% |
| 6 | 11806003 | 6.4% |
| 5 | 11797634 | 6.4% |
| 7 | 11770037 | 6.4% |
| 2 | 11712666 | 6.4% |
| 3 | 11512936 | 6.2% |
| 9 | 10794242 | 5.9% |
| Other values (6) | 43512341 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 184440652 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| - | 33534664 | |
| 8 | 13502687 | 7.3% |
| 4 | 12339143 | 6.7% |
| 0 | 12158299 | 6.6% |
| 6 | 11806003 | 6.4% |
| 5 | 11797634 | 6.4% |
| 7 | 11770037 | 6.4% |
| 2 | 11712666 | 6.4% |
| 3 | 11512936 | 6.2% |
| 9 | 10794242 | 5.9% |
| Other values (6) | 43512341 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 184440652 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| - | 33534664 | |
| 8 | 13502687 | 7.3% |
| 4 | 12339143 | 6.7% |
| 0 | 12158299 | 6.6% |
| 6 | 11806003 | 6.4% |
| 5 | 11797634 | 6.4% |
| 7 | 11770037 | 6.4% |
| 2 | 11712666 | 6.4% |
| 3 | 11512936 | 6.2% |
| 9 | 10794242 | 5.9% |
| Other values (6) | 43512341 |
location
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 255.8 MiB |
| zomba | |
|---|---|
| blantyre |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 6.3368982 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | blantyre |
|---|---|
| 2nd row | blantyre |
| 3rd row | blantyre |
| 4th row | blantyre |
| 5th row | blantyre |
Common Values
| Value | Count | Frequency (%) |
| zomba | 9295260 | |
| blantyre | 7472072 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| zomba | 9295260 | |
| blantyre | 7472072 |
Most occurring characters
| Value | Count | Frequency (%) |
| b | 16767332 | |
| a | 16767332 | |
| z | 9295260 | |
| o | 9295260 | |
| m | 9295260 | |
| l | 7472072 | |
| n | 7472072 | |
| t | 7472072 | |
| y | 7472072 | |
| r | 7472072 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 106252876 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| b | 16767332 | |
| a | 16767332 | |
| z | 9295260 | |
| o | 9295260 | |
| m | 9295260 | |
| l | 7472072 | |
| n | 7472072 | |
| t | 7472072 | |
| y | 7472072 | |
| r | 7472072 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 106252876 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| b | 16767332 | |
| a | 16767332 | |
| z | 9295260 | |
| o | 9295260 | |
| m | 9295260 | |
| l | 7472072 | |
| n | 7472072 | |
| t | 7472072 | |
| y | 7472072 | |
| r | 7472072 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 106252876 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| b | 16767332 | |
| a | 16767332 | |
| z | 9295260 | |
| o | 9295260 | |
| m | 9295260 | |
| l | 7472072 | |
| n | 7472072 | |
| t | 7472072 | |
| y | 7472072 | |
| r | 7472072 |
Interactions
Missing values
A simple visualization of nullity by column.